Author

Bruna Melhoranse Gouveia

The University of SydneyORCID 0000-0002-6322-5675Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ankita MandaliD· 1 shared Fatemeh VafaeeiD· 1 shared Hsien Herbert ChaniD· 1 shared Matthew A. B. BakeriD· 1 shared Pascale GuiteraiD· 1 shared Siddhaant PriyamiD· 1 shared Yang SongiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Ankita MandalORCID

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1 paper

Recent·Most cited

Computer-aided diagnosis of reflectance confocal images to differentiate between lentigo maligna (LM) and atypical intraepidermal melanocytic proliferation (AIMP)

Ankita Mandal, Siddhaant Priyam, Hsien Herbert Chan, Bruna Melhoranse Gouveia, Pascale Guitera, Yang Song, Matthew A. B. Baker, Fatemeh Vafaee

This paper develops machine learning models to classify lentigo maligna and atypical intraepidermal melanocytic proliferation using reflectance confocal microscopy images.

bioRxiv · May 10, 2022 · PreprintBioinformatics